{"id":"https://openalex.org/W4410889852","doi":"https://doi.org/10.1007/978-3-031-92648-8_10","title":"Pruning by Explaining Revisited: Optimizing Attribution Methods to\u00a0Prune CNNs and\u00a0Transformers","display_name":"Pruning by Explaining Revisited: Optimizing Attribution Methods to\u00a0Prune CNNs and\u00a0Transformers","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410889852","doi":"https://doi.org/10.1007/978-3-031-92648-8_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92648-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92648-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093902816","display_name":"Sayed Mohammad Vakilzadeh Hatefi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sayed Mohammad Vakilzadeh Hatefi","raw_affiliation_strings":["Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085326398","display_name":"Maximilian Dreyer","orcid":"https://orcid.org/0009-0007-9069-6265"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian Dreyer","raw_affiliation_strings":["Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019269807","display_name":"Reduan Achtibat","orcid":"https://orcid.org/0009-0008-0052-3836"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reduan Achtibat","raw_affiliation_strings":["Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034084717","display_name":"Thomas Wiegand","orcid":"https://orcid.org/0000-0002-1121-2581"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Wiegand","raw_affiliation_strings":["BIFOLD - Berlin Institute for the Foundations of Learning and Data, 10587, Berlin, Germany","Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","Technische Universit\u00e4t Berlin, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"BIFOLD - Berlin Institute for the Foundations of Learning and Data, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]},{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026451495","display_name":"Wojciech Samek","orcid":"https://orcid.org/0000-0002-6283-3265"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wojciech Samek","raw_affiliation_strings":["BIFOLD - Berlin Institute for the Foundations of Learning and Data, 10587, Berlin, Germany","Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","Technische Universit\u00e4t Berlin, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"BIFOLD - Berlin Institute for the Foundations of Learning and Data, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]},{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017608155","display_name":"Sebastian Lapuschkin","orcid":"https://orcid.org/0000-0002-0762-7258"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Lapuschkin","raw_affiliation_strings":["Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich-Hertz-Institute, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093902816"],"corresponding_institution_ids":["https://openalex.org/I2800274787"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":19.5431,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.99236334,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7784473896026611},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5831727385520935},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5123587846755981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4920167624950409},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.45560139417648315},{"id":"https://openalex.org/keywords/authorship-attribution","display_name":"Authorship attribution","score":0.43524599075317383},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33972451090812683},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08191770315170288},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.05284327268600464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.051301389932632446},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.03567221760749817}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7784473896026611},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5831727385520935},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5123587846755981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4920167624950409},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.45560139417648315},{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.43524599075317383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33972451090812683},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08191770315170288},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.05284327268600464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.051301389932632446},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.03567221760749817},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-92648-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92648-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W2099001231","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2195388612","https://openalex.org/W2240067561","https://openalex.org/W2282821441","https://openalex.org/W2747329762","https://openalex.org/W2778446020","https://openalex.org/W2808168148","https://openalex.org/W2946794439","https://openalex.org/W2962858109","https://openalex.org/W2973136764","https://openalex.org/W2994881943","https://openalex.org/W3091589898","https://openalex.org/W3137147200","https://openalex.org/W4206634569","https://openalex.org/W4221159886","https://openalex.org/W4225850544","https://openalex.org/W4281756776","https://openalex.org/W4283368461","https://openalex.org/W4289313596","https://openalex.org/W4380789775","https://openalex.org/W4385801046","https://openalex.org/W4385805147","https://openalex.org/W4386897466","https://openalex.org/W4389041260","https://openalex.org/W4391709753","https://openalex.org/W6600277285","https://openalex.org/W6602554868","https://openalex.org/W6604344240","https://openalex.org/W6732222305","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2035546108","https://openalex.org/W2376361520","https://openalex.org/W2133328864","https://openalex.org/W2093949997","https://openalex.org/W2570200690","https://openalex.org/W2389726244","https://openalex.org/W3030478661","https://openalex.org/W4205570701","https://openalex.org/W2975078241","https://openalex.org/W2623063325"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
